PERIOPERATIVE STROKE Research calculator
Locked CatBoost · v1.0

Individual stroke risk

26 preoperative inputs. Multicentre retrospective model.

Calculated in your browser
No input values are uploaded
Research prototype. Use the original dataset's coding and units. ASA categories A–D have not been mapped to clinical ASA grades. FAR scale requires confirmation. No prospective clinical utility evaluation.

Preoperative profile

All 26 fields are required.
Model scope, verification and limitations

Source population

Development: First Medical Center, Chinese PLA General Hospital (223,415 records). Evaluation: Henan Provincial People's Hospital (48,719) and Nanfang Hospital, Southern Medical University (37,568).

Technical verification

Browser implementation compared with the locked native model using source-record inputs and split-boundary cases. Full results accompany the figure package.

Interpretation

Retrospective secondary analysis. Original missing-data handling and selected source codes require verification. Cross-hospital calibration and the Henan CAD coding anomaly limit clinical interpretation. No automatic low/high-risk labels or treatment advice are generated.